I will be working out of San Francisco in the near future, but will have apartments in both SF and Chicago...

You should also be aware that if a Federal tax refund is mailed to your San Francisco address, CA may cross-reference that address and bill you for the entire year's tax, unless you sent in a CA return showing the CA income.